@article{onthedirectionofdiscriminationan,
  title = {On the Direction of Discrimination: An Information-Theoretic Analysis of Disparate Impact in Machine Learning},
  author = {Hao Wang and Berk Ustun and Flavio P. Calmon},
  year = {2018},
  eprint = {1801.05398},
  archivePrefix = {arXiv},
  url = {http://arxiv.org/abs/1801.05398v3},
}